ÖAW AI Winter School 2023
from
Monday, 23 January 2023 (08:30)
to
Friday, 27 January 2023 (17:00)
Monday, 23 January 2023
08:30
Registration
-
Brigitte De Monte
Registration
Brigitte De Monte
08:30 - 09:00
Room: Seminar room 1 + 2
09:00
Welcome
-
Wolfgang Waltenberger
(
Austrian Academy of Sciences (AT)
)
Welcome
Wolfgang Waltenberger
(
Austrian Academy of Sciences (AT)
)
09:00 - 09:10
Room: Seminar room 1 + 2
09:10
Introduction, NLP and deep learning
-
Tomasz Walkowiak
Introduction, NLP and deep learning
Tomasz Walkowiak
09:10 - 10:30
Room: Seminar room 1 + 2
10:30
Coffee Break
Coffee Break
10:30 - 11:00
Room: Seminar room 1 + 2
11:00
Introduction, Deep Learning and Natural Sciences
-
Gregor Kasieczka
(
Hamburg University (DE)
)
Introduction, Deep Learning and Natural Sciences
Gregor Kasieczka
(
Hamburg University (DE)
)
11:00 - 12:30
Room: Seminar room 1 + 2
12:30
Lunch Break
Lunch Break
12:30 - 14:00
Room: Seminar room 1 + 2
14:00
Natural Language Processing
-
Tomasz Walkowiak
Natural Language Processing
Tomasz Walkowiak
14:00 - 15:30
Room: Seminar room 1 + 2
15:30
Coffee Break
Coffee Break
15:30 - 16:00
Room: Seminar room 1 + 2
16:00
Exercises
-
Tomasz Walkowiak
Exercises
Tomasz Walkowiak
16:00 - 18:00
Room: Seminar room 1 + 2
18:00
Welcome Reception
Welcome Reception
18:00 - 20:00
Room: Seminar room 1 + 2
Tuesday, 24 January 2023
09:00
Unsupervised methods
-
Gregor Kasieczka
(
Hamburg University (DE)
)
Unsupervised methods
Gregor Kasieczka
(
Hamburg University (DE)
)
09:00 - 10:30
Room: Seminar room 1 + 2
10:30
Coffee Break
Coffee Break
10:30 - 11:00
Room: Seminar room 1 + 2
11:00
Multidimensional Scaling, Data Visualization, and Explainable AI
-
Tomasz Walkowiak
Mateusz Gniewkowski
Multidimensional Scaling, Data Visualization, and Explainable AI
Tomasz Walkowiak
Mateusz Gniewkowski
11:00 - 12:30
Room: Seminar room 1 + 2
12:30
Lunch Break
Lunch Break
12:30 - 14:00
Room: Seminar room 1 + 2
14:00
Exercises - Normalizing Flows
-
Manuel Sommerhalder
(
Hamburg University (DE)
)
Exercises - Normalizing Flows
Manuel Sommerhalder
(
Hamburg University (DE)
)
14:00 - 16:00
Room: Seminar room 1 + 2
16:00
Coffee Break
Coffee Break
16:00 - 16:30
Room: Seminar room 1 + 2
16:30
Exercises - Anomaly Detection
-
Manuel Sommerhalder
(
Hamburg University (DE)
)
Exercises - Anomaly Detection
Manuel Sommerhalder
(
Hamburg University (DE)
)
16:30 - 18:00
Room: Seminar room 1 + 2
Wednesday, 25 January 2023
09:00
Sentiment Analysis
-
Thomas Kolb
Mete Sertkan
Julia Neidhardt
Sentiment Analysis
Thomas Kolb
Mete Sertkan
Julia Neidhardt
09:00 - 10:30
Room: Seminar room 1 + 2
25 min Overview of Application of NLP in Recommender Systems and other areas + short introduction to Digital Humanism 45 min Sentiment Analysis 20 min Emotion Detection
10:30
Coffee Break
Coffee Break
10:30 - 11:00
Room: Seminar room 1 + 2
11:00
Toxicity, and Populism
-
Julia Neidhardt
Ahmadou Wagne
Irina Nalis
Toxicity, and Populism
Julia Neidhardt
Ahmadou Wagne
Irina Nalis
11:00 - 12:30
Room: Seminar room 1 + 2
25 min Emotion Detection 25 min Psychological perspective 15 min Toxicity Detection 25 min Populism Detection
12:30
Lunch Break
Lunch Break
12:30 - 14:00
Room: Seminar room 1 + 2
14:00
Exercises
-
Julia Neidhardt
Thomas Kolb
Meta Sertkan
Exercises
Julia Neidhardt
Thomas Kolb
Meta Sertkan
14:00 - 16:00
Room: Seminar room 1 + 2
https://github.com/CDL-RecSys/oeaw-ai-winter-school-2023
16:00
Coffee Break
Coffee Break
16:00 - 16:30
Room: Seminar room 1 + 2
16:30
Exercises
-
Adhmadou Wagne
Irina Nalis
Julia Neidhardt
Exercises
Adhmadou Wagne
Irina Nalis
Julia Neidhardt
16:30 - 18:00
Room: Seminar room 1 + 2
18:00
Hackathon
Hackathon
18:00 - 20:30
Room: Seminar room 1 + 2
Thursday, 26 January 2023
09:00
Differentiable Programming
-
Lukas Alexander Heinrich
(
Technische Universitat Munchen (DE)
)
Differentiable Programming
Lukas Alexander Heinrich
(
Technische Universitat Munchen (DE)
)
09:00 - 10:30
Room: Seminar room 1 + 2
10:30
Coffee Break
Coffee Break
10:30 - 11:00
Room: Seminar room 1 + 2
11:00
Simulation Based Inference
-
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
Simulation Based Inference
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
11:00 - 12:30
Room: Seminar room 1 + 2
12:30
Lunch Break
Lunch Break
12:30 - 14:00
Room: Seminar room 1 + 2
14:00
Exercises
-
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
Exercises
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
14:00 - 16:00
Room: Seminar room 1 + 2
16:00
Coffee Break
Coffee Break
16:00 - 16:30
Room: Seminar room 1 + 2
16:30
Exercises
-
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
Exercises
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
16:30 - 18:00
Room: Seminar room 1 + 2
18:30
Social Dinner
Social Dinner
18:30 - 21:30
Friday, 27 January 2023
09:30
Exercises
-
Tomasz Walkowiak
Exercises
Tomasz Walkowiak
09:30 - 11:00
Room: Seminar room 1 + 2
11:00
Coffee Break
Coffee Break
11:00 - 11:30
Room: Seminar room 1 + 2
11:30
Exercises - Model-Agnostic Explanation Techniques
-
Mateusz Gniewkowski
Exercises - Model-Agnostic Explanation Techniques
Mateusz Gniewkowski
11:30 - 12:50
Room: Seminar room 1 + 2
12:50
Closing
-
Wolfgang Waltenberger
(
Austrian Academy of Sciences (AT)
)
Closing
Wolfgang Waltenberger
(
Austrian Academy of Sciences (AT)
)
12:50 - 13:00
Room: Seminar room 1 + 2